Time required to run function on GPU
t = gputimeit(F)
t = gputimeit(F,N)
t = gputimeit(F) measures the typical time
(in seconds) required to run the function specified by the function
handle F. The function handle accepts no external
input arguments, but can be defined with input arguments to its internal
function call.
t = gputimeit(F,N) calls F to
return N output arguments. By default, gputimeit calls
the function F with one output argument, or no
output arguments if F does not return any output.
Measure the time to calculate sum(A.' .* B, 1) on
a GPU, where A is a 12000-by-400 matrix and B is
400-by-12000.
A = rand(12000,400,'gpuArray'); B = rand(400,12000,'gpuArray'); f = @() sum(A.' .* B, 1); t = gputimeit(f)
0.0026
Compare the time to run svd on a GPU, with
one versus three output arguments.
X = rand(1000,'gpuArray');
f = @() svd(X);
t3 = gputimeit(f,3)
1.0622
t1 = gputimeit(f,1)
0.2933